7180 - 多變量分析
Multivariate Analysis
教育目標 Course Target
課程目標:
一、教導學生如何將「研究流程」、「研究架構」與「統計分析程序」進行一個緊密的連結;
二、教導學生如使用SPSS與LISREL套裝軟體,進行景觀建築與休閒遊憩領域中常用的各種多變量統計分析方法;
三、讓學生了解如何在期刊論文中呈現統計分析的結果。
課程內涵:
一、基礎統計原理、推論統計原理;
二、資料處理、描述性統計;
三、低階多變量分析;
四、探索性因素分析;
五、集群分析;
六、迴歸分析;
七、驗證性因素分析;
八、線性結構模式。
Course Target:
1. Teach students how to connect “research process”, “research structure” and “statistic analysis procedures” in a tight connection;
2. Teach students to use SPSS and LISREL software to carry out various multi-variable statistical analysis methods commonly used in landscape architecture and leisure and leisure areas;
3. Let students understand how to present the results of statistical analysis in journal articles.
Course content:
1. Basic statistical principles and recommended statistical principles;
2. Data processing and descriptive statistics;
3. Low-level multi-variable analysis;
4. Exploring factor analysis;
5. Cluster analysis;
6. Recitation analysis;
7. Analysis of verified factors;
8. Linear structure pattern.
課程概述 Course Description
Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1.Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.
Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1. Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.
參考書目 Reference Books
1.邱皓政,(2002),量化研究與統計分析:SPSS中文視窗版資料分析範例解析(二版),台北:五南。
2.邱皓政,(2005),量化研究法(一),台北:雙葉。
3.邱皓政,(2005),量化研究法(二),台北:雙葉。
4.王保進,(2004),多變量分析,台北:高等教育 (02-2388-5899)。
5.賴虹燕譯、酒井隆著,( 2004),問卷設計、市場調查與統計分析實務入門,台北:博碩文化。
6.蕭文龍,(2007),多變量分析最佳入門實用書—SPSS+LISREL(SEM),台北:諅峰。
7.黃俊英,(2000),多變量分析,台北:中國經濟企業研究所。
8.劉宏裕等譯 (Gratton, Chris & Jones, Ian原著),( 2007),運動研究方法,台北:華都文化。
9.Hair, Black, Babin, Anderson, Tatham. (2006). Multivariate Data Analysis(6th ed.). Upper Saddle River, NJ: Pearson Education.
10.陳昭蓉譯(高橋信原著),世界第一簡單統計學因素分析篇,台北:世茂。
11.陳昭蓉譯(高橋信原著),世界第一簡單統計學迴歸分析篇,台北:世茂。
1. Qiu Haozheng, (2002), Quantitative research and statistical analysis: Analysis of SPSS Chinese window version data analysis examples (second edition), Taipei: Wunan.
2. Qiu Haozheng, (2005), Quantitative Research Method (I), Taipei: Double Leaf.
3. Qiu Haozheng, (2005), Quantitative Research Method (II), Taipei: Double Leaf.
4. Wang Baojin, (2004), Multivariate Analysis, Taipei: Higher Education (02-2388-5899).
5. Feng Hong Yan Lu, Takashi Sakai, (2004), Question Design, Market Survey and Statistical Analysis and Initiative, Taipei: Bosing Culture.
6. Xu Wenlong, (2007), The best practical book for multivariate analysis—SPSS+LISREL(SEM), Taipei: Kuaifeng.
7. Huang Junying, (2000), Multivariate Analysis, Taipei: China Economic Enterprise Research Institute.
8. Liu Hongyu et al. (original work by Gratton, Chris & Jones, Ian), (2007), Sports Research Methods, Taipei: Huadu Culture.
9.Hair, Black, Babin, Anderson, Tatham. (2006). Multivariate Data Analysis(6th ed.). Upper Saddle River, NJ: Pearson Education.
10. Translation by Chen Zhaorong (original work by Gao Qiaoxin), the world's first simple statistical factor analysis, Taipei: Shimao.
11. Translation by Chen Zhaorong (original work by Gao Qiaoxin), the world's first simple statistical analysis chapter, Taipei: Shimao.
評分方式 Grading
評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
---|---|---|
分組報告no.1-描述性統計 Sub-group Report no.1 - Descriptive Statistics |
15 | |
分組報告no.2-低階多變量分析 Sub-group Report no.2 - Low-level Multivariate Analysis |
15 | |
分組報告no.3-探索性因素分析 Sub-group report no.3-exploratory factor analysis |
15 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan
相似課程 Related Courses
課程代碼 Course Code |
課程名稱 Course Name |
授課教師 Instructor |
時間地點 Time & Room |
學分 Credits |
操作 Actions |
---|---|---|---|---|---|
必修-1754
|
統計系3A 呂恒輝 | 四/5,10,11[M116] | 3-0 | 詳細資訊 Details | |
必修-1756
|
統計系3B 魏文翔 | 一/7,三/8,9[M117] | 3-0 | 詳細資訊 Details | |
選修-6193
|
共選修碩 (統計所開) 劉家頤 | 三/10,11,12[M025] | 3-0 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 7180
- 學分 Credit: 3-0
-
上課時間 Course Time:Wednesday/2,3,4[景觀系館]
-
授課教師 Teacher:黃宜瑜
-
修課班級 Class:景觀碩1,2
-
選課備註 Memo:景觀碩一可修習
交換生/外籍生選課登記
請點選上方按鈕加入登記清單,再等候任課教師審核。
Add this class to your wishlist by clicking the button above.